






'''simple docstring'''







import os

import pytest

from datasets import (
    get_dataset_config_info,
    get_dataset_config_names,
    get_dataset_infos,
    get_dataset_split_names,
    inspect_dataset,
    inspect_metric,
)


__lowerCAmelCase        =							pytest.mark.integration


@pytest.mark.parametrize('path'   ,       ['paws', 'csv']   )
def       __UpperCamelCase					(      lowercase_       :  str   ,       lowercase_       :  Any   ):
       """simple docstring"""




       inspect_dataset(lowercase_   ,       lowercase_   )
       a_						     =			path + '.py'
       assert script_name in os.listdir(lowercase_   )
       assert "__pycache__" not in os.listdir(lowercase_   )


@pytest.mark.filterwarnings('ignore:inspect_metric is deprecated:FutureWarning'   )
@pytest.mark.filterwarnings('ignore:metric_module_factory is deprecated:FutureWarning'   )
@pytest.mark.parametrize('path'   ,       ['accuracy']   )
def       __UpperCamelCase					(      lowercase_       :  Dict   ,       lowercase_       :  Optional[Any]   ):
       """simple docstring"""




       inspect_metric(lowercase_   ,       lowercase_   )
       a_						     =			path + '.py'
       assert script_name in os.listdir(lowercase_   )
       assert "__pycache__" not in os.listdir(lowercase_   )


@pytest.mark.parametrize(
    'path, config_name, expected_splits'   ,       [
        ('squad', 'plain_text', ['train', 'validation']),
        ('dalle-mini/wit', 'dalle-mini--wit', ['train']),
        ('paws', 'labeled_final', ['train', 'test', 'validation']),
    ]   ,       )
def       __UpperCamelCase					(      lowercase_       :  Optional[int]   ,       lowercase_       :  int   ,       lowercase_       :  List[Any]   ):
       """simple docstring"""




       a_						     =			get_dataset_config_info(lowercase_   ,       config_name=lowercase_   )
       assert info.config_name == config_name
       assert list(info.splits.keys()   ) == expected_splits


@pytest.mark.parametrize(
    'path, config_name, expected_exception'   ,       [
        ('paws', None, ValueError),
    ]   ,       )
def       __UpperCamelCase					(      lowercase_       :  Any   ,       lowercase_       :  Optional[int]   ,       lowercase_       :  Dict   ):
       """simple docstring"""




       with pytest.raises(lowercase_   ):
              get_dataset_config_info(lowercase_   ,       config_name=lowercase_   )


@pytest.mark.parametrize(
    'path, expected'   ,       [
        ('squad', 'plain_text'),
        ('acronym_identification', 'default'),
        ('lhoestq/squad', 'plain_text'),
        ('lhoestq/test', 'default'),
        ('lhoestq/demo1', 'lhoestq--demo1'),
        ('dalle-mini/wit', 'dalle-mini--wit'),
    ]   ,       )
def       __UpperCamelCase					(      lowercase_       :  Union[str, Any]   ,       lowercase_       :  Dict   ):
       """simple docstring"""




       a_						     =			get_dataset_config_names(lowercase_   )
       assert expected in config_names


@pytest.mark.parametrize(
    'path, expected_configs, expected_splits_in_first_config'   ,       [
        ('squad', ['plain_text'], ['train', 'validation']),
        ('dalle-mini/wit', ['dalle-mini--wit'], ['train']),
        ('paws', ['labeled_final', 'labeled_swap', 'unlabeled_final'], ['train', 'test', 'validation']),
    ]   ,       )
def       __UpperCamelCase					(      lowercase_       :  List[Any]   ,       lowercase_       :  Tuple   ,       lowercase_       :  int   ):
       """simple docstring"""




       a_						     =			get_dataset_infos(lowercase_   )
       assert list(infos.keys()   ) == expected_configs
       a_						     =			expected_configs[0]
       assert expected_config in infos
       a_						     =			infos[expected_config]
       assert info.config_name == expected_config
       assert list(info.splits.keys()   ) == expected_splits_in_first_config


@pytest.mark.parametrize(
    'path, expected_config, expected_splits'   ,       [
        ('squad', 'plain_text', ['train', 'validation']),
        ('dalle-mini/wit', 'dalle-mini--wit', ['train']),
        ('paws', 'labeled_final', ['train', 'test', 'validation']),
    ]   ,       )
def       __UpperCamelCase					(      lowercase_       :  Optional[Any]   ,       lowercase_       :  str   ,       lowercase_       :  Dict   ):
       """simple docstring"""




       a_						     =			get_dataset_infos(lowercase_   )
       assert expected_config in infos
       a_						     =			infos[expected_config]
       assert info.config_name == expected_config
       assert list(info.splits.keys()   ) == expected_splits


@pytest.mark.parametrize(
    'path, config_name, expected_exception'   ,       [
        ('paws', None, ValueError),
    ]   ,       )
def       __UpperCamelCase					(      lowercase_       :  int   ,       lowercase_       :  Any   ,       lowercase_       :  int   ):
       """simple docstring"""




       with pytest.raises(lowercase_   ):
              get_dataset_split_names(lowercase_   ,       config_name=lowercase_   )












'''simple docstring'''







import os
import sys
import unittest


__lowerCAmelCase        =							os.path.abspath(os.path.dirname(os.path.dirname(os.path.dirname(__file__))))
sys.path.append(os.path.join(git_repo_path, "utils"))

import get_test_info  # noqa: E402
from get_test_info import (  # noqa: E402
    get_model_to_test_mapping,
    get_model_to_tester_mapping,
    get_test_to_tester_mapping,
)


__lowerCAmelCase        =							os.path.join("tests", "models", "bert", "test_modeling_bert.py")
__lowerCAmelCase        =							os.path.join("tests", "models", "blip", "test_modeling_blip.py")




class   __SCREAMING_SNAKE_CASE       (unittest.TestCase       ):


  """simple docstring"""


  def    _a       (			self	):






         """simple docstring"""


         a_						     =			get_test_to_tester_mapping(UpperCamelCase__	)
         a_						     =			get_test_to_tester_mapping(UpperCamelCase__	)

         a_						     =			{'BertModelTest': 'BertModelTester'}

         a_						     =			{
             'BlipModelTest': 'BlipModelTester',
             'BlipTextImageModelTest': 'BlipTextImageModelsModelTester',
             'BlipTextModelTest': 'BlipTextModelTester',
             'BlipTextRetrievalModelTest': 'BlipTextRetrievalModelTester',
             'BlipVQAModelTest': 'BlipVQAModelTester',
             'BlipVisionModelTest': 'BlipVisionModelTester',
         }

         self.assertEqual(get_test_info.to_json(UpperCamelCase__	)   ,	UpperCamelCase__	)
         self.assertEqual(get_test_info.to_json(UpperCamelCase__	)   ,	UpperCamelCase__	)







  def    _a       (			self	):






         """simple docstring"""


         a_						     =			get_model_to_test_mapping(UpperCamelCase__	)
         a_						     =			get_model_to_test_mapping(UpperCamelCase__	)

         a_						     =			{
             'BertForMaskedLM': ['BertModelTest'],
             'BertForMultipleChoice': ['BertModelTest'],
             'BertForNextSentencePrediction': ['BertModelTest'],
             'BertForPreTraining': ['BertModelTest'],
             'BertForQuestionAnswering': ['BertModelTest'],
             'BertForSequenceClassification': ['BertModelTest'],
             'BertForTokenClassification': ['BertModelTest'],
             'BertLMHeadModel': ['BertModelTest'],
             'BertModel': ['BertModelTest'],
         }

         a_						     =			{
             'BlipForConditionalGeneration': ['BlipTextImageModelTest'],
             'BlipForImageTextRetrieval': ['BlipTextRetrievalModelTest'],
             'BlipForQuestionAnswering': ['BlipVQAModelTest'],
             'BlipModel': ['BlipModelTest'],
             'BlipTextModel': ['BlipTextModelTest'],
             'BlipVisionModel': ['BlipVisionModelTest'],
         }

         self.assertEqual(get_test_info.to_json(UpperCamelCase__	)   ,	UpperCamelCase__	)
         self.assertEqual(get_test_info.to_json(UpperCamelCase__	)   ,	UpperCamelCase__	)







  def    _a       (			self	):






         """simple docstring"""


         a_						     =			get_model_to_tester_mapping(UpperCamelCase__	)
         a_						     =			get_model_to_tester_mapping(UpperCamelCase__	)

         a_						     =			{
             'BertForMaskedLM': ['BertModelTester'],
             'BertForMultipleChoice': ['BertModelTester'],
             'BertForNextSentencePrediction': ['BertModelTester'],
             'BertForPreTraining': ['BertModelTester'],
             'BertForQuestionAnswering': ['BertModelTester'],
             'BertForSequenceClassification': ['BertModelTester'],
             'BertForTokenClassification': ['BertModelTester'],
             'BertLMHeadModel': ['BertModelTester'],
             'BertModel': ['BertModelTester'],
         }

         a_						     =			{
             'BlipForConditionalGeneration': ['BlipTextImageModelsModelTester'],
             'BlipForImageTextRetrieval': ['BlipTextRetrievalModelTester'],
             'BlipForQuestionAnswering': ['BlipVQAModelTester'],
             'BlipModel': ['BlipModelTester'],
             'BlipTextModel': ['BlipTextModelTester'],
             'BlipVisionModel': ['BlipVisionModelTester'],
         }

         self.assertEqual(get_test_info.to_json(UpperCamelCase__	)   ,	UpperCamelCase__	)
         self.assertEqual(get_test_info.to_json(UpperCamelCase__	)   ,	UpperCamelCase__	)




